The Limits, Dangers, and Absolute Indispensability of Stories
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In October 2013, Arthur W. Frank presented the John McKendy Lecture in Narrative at St. Thomas University in Fredericton, New Brunswick, Canada. The annual lecture, sponsored by the Centre for Interdisciplinary Research on Narrative (CIRN), is named for John McKendy, PhD, a member of the Sociology Department at St. Thomas University and one of the founding members of CIRN, who died tragically in 2008. Dr. Frank has kindly agreed to have the video and transcript of his lecture published in Narrative Works . In his lecture, he presented stories from Bob Dylan’s memoir, a biography of Henry VIII, Tolstoy’s novel War and Peace , and Sophocles play Philoctetes , to demonstrate “not just how we make up stories, but how stories make up us.”
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it